Abstract principal component analysis

DOI10.1007/S11425-013-4715-9zbMath1305.62223OpenAlexW2021626236MaRDI QIDQ476552

Tianjiang Li, Qiang Du

Publication date: 2 December 2014

Published in: Science China. Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11425-013-4715-9

zbMATH Keywords

pattern recognitiontraveling wavesreduced order modelingmode extractionabstract principal component analysis

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

Related Items (1)

Data-driven compressive sensing and applications in uncertainty quantification

Cites Work

• The nonlinear PCA criterion in blind source separation: Relations with other approaches
• Independent component analysis, a new concept?
• A unifying information-theoretic framework for independent component analysis
• Principal component analysis.
• POD and CVT-based reduced-order modeling of Navier-Stokes flows
• Probabilistic Principal Component Analysis
• A table of solutions of the one-dimensional Burgers equation
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